Description Usage Arguments Value See Also
Model building support function for optimCEGO. Should not be called directly.
1  buildModel(res, distanceFunction, control)

distanceFunction 
a suitable distance function of type f(x1,x2), returning a scalar distance value, preferably between 0 and 1. Maximum distances larger 1 are no problem, but may yield scaling bias when different measures are compared. Should be nonnegative and symmetric. In case Kriging is chosen, it can also be a list of several distance functions. In this case, MLE is used to determine the most suited distance measure (see the last reference). 
control 
list with options:

x 
list of samples in input space 
y 
matrix, column vector of observations for each sample 
a list:
fit
modelfit
fpred
prediction function
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